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Da W, Song Z, Liu X, Wang Y, Wang S, Ma J. The role of TET2 in solid tumors and its therapeutic potential: a comprehensive review. Clin Transl Oncol 2024; 26:2156-2165. [PMID: 38598002 DOI: 10.1007/s12094-024-03478-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/22/2024] [Indexed: 04/11/2024]
Abstract
Indeed, tumors are a significant health concern worldwide, and understanding the underlying mechanisms of tumor development is crucial for effective prevention and treatment. Epigenetics, which refers to changes in gene expression that are not caused by alterations in the DNA sequence itself, plays a critical role in the entire process of tumor development. It goes without saying that the effect of methylation on tumors is a significant aspect of epigenetics. Among the methylation modifications, DNA methylation is an important part, which plays a regulatory role in tumor-related genes. Ten-eleven translocation 2 (TET2) is a highly influential protein involved in the modification of DNA methylation. Its primary role is associated with the suppression of tumor development, making it a significant player in cancer research. However, TET2 is frequently mentioned in hematological diseases, its role in solid tumors has received little attention. Studying the changes of TET2 in solid tumors and the regulatory mechanism will facilitate its investigation as a clinical target for targeted therapy and may also provide directions for clinical treatment of malignant tumors.
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Affiliation(s)
- Wenxin Da
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China
| | - Ziyu Song
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China
| | - Xiaodong Liu
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China
| | - Yahui Wang
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China
| | - Shengjun Wang
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China
| | - Jie Ma
- Department of Immunology, Jiangsu Key Laboratory of Laboratory Medicine, Department of Laboratory Medicine, School of Medicine, Jiangsu University, Xuefu Road No. 301, Zhenjiang, 212013, China.
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2
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Samaržija I, Lukiyanchuk V, Lončarić M, Rac-Justament A, Stojanović N, Gorodetska I, Kahya U, Humphries JD, Fatima M, Humphries MJ, Fröbe A, Dubrovska A, Ambriović-Ristov A. The extracellular matrix component perlecan/HSPG2 regulates radioresistance in prostate cancer cells. Front Cell Dev Biol 2024; 12:1452463. [PMID: 39149513 PMCID: PMC11325029 DOI: 10.3389/fcell.2024.1452463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 07/18/2024] [Indexed: 08/17/2024] Open
Abstract
Radiotherapy of prostate cancer (PC) can lead to the acquisition of radioresistance through molecular mechanisms that involve, in part, cell adhesion-mediated signaling. To define these mechanisms, we employed a DU145 PC model to conduct a comparative mass spectrometry-based proteomic analysis of the purified integrin nexus, i.e., the cell-matrix junction where integrins bridge assembled extracellular matrix (matrisome components) to adhesion signaling complexes (adhesome components). When parental and radioresistant cells were compared, the expression of integrins was not changed, but cell radioresistance was associated with extensive matrix remodeling and changes in the complement of adhesion signaling proteins. Out of 72 proteins differentially expressed in the parental and radioresistant cells, four proteins were selected for functional validation based on their correlation with biochemical recurrence-free survival. Perlecan/heparan sulfate proteoglycan 2 (HSPG2) and lysyl-like oxidase-like 2 (LOXL2) were upregulated, while sushi repeat-containing protein X-linked (SRPX) and laminin subunit beta 3 (LAMB3) were downregulated in radioresistant DU145 cells. Knockdown of perlecan/HSPG2 sensitized radioresistant DU145 RR cells to irradiation while the sensitivity of DU145 parental cells did not change, indicating a potential role for perlecan/HSPG2 and its associated proteins in suppressing tumor radioresistance. Validation in androgen-sensitive parental and radioresistant LNCaP cells further supported perlecan/HSPG2 as a regulator of cell radiosensitivity. These findings extend our understanding of the interplay between extracellular matrix remodeling and PC radioresistance and signpost perlecan/HSPG2 as a potential therapeutic target and biomarker for PC.
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Affiliation(s)
- Ivana Samaržija
- Laboratory for Cell Biology and Signalling, Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
- Laboratory for Epigenomics, Division of Molecular Medicine, Ruđer Bošković Institute, Zagreb, Croatia
| | - Vasyl Lukiyanchuk
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany
| | - Marija Lončarić
- Laboratory for Cell Biology and Signalling, Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
| | - Anja Rac-Justament
- Laboratory for Cell Biology and Signalling, Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
| | - Nikolina Stojanović
- Laboratory for Cell Biology and Signalling, Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
| | - Ielizaveta Gorodetska
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | - Uğur Kahya
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | - Jonathan D Humphries
- Department of Life Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Mahak Fatima
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, United Kingdom
| | - Martin J Humphries
- Wellcome Centre for Cell-Matrix Research, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, United Kingdom
| | - Ana Fröbe
- Department of Oncology and Nuclear Medicine, Sestre Milosrdnice University Hospital Center, School of Dental Medicine, University of Zagreb, Zagreb, Croatia
| | - Anna Dubrovska
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
- German Cancer Consortium, Partner Site Dresden and German Cancer Research Center, Heidelberg, Germany
- National Center for Tumor Diseases, Partner Site Dresden: German Cancer Research Center, Heidelberg, Germany
- Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | - Andreja Ambriović-Ristov
- Laboratory for Cell Biology and Signalling, Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
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Zhao T, Huang C, Zhang Y, Zhu Y, Chen X, Wang T, Shao J, Meng X, Huang Y, Wang H, Wang H, Wang B, Xu D. Prenatal 1-Nitropyrene Exposure Causes Autism-Like Behavior Partially by Altering DNA Hydroxymethylation in Developing Brain. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2306294. [PMID: 38757379 PMCID: PMC11267330 DOI: 10.1002/advs.202306294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 03/13/2024] [Indexed: 05/18/2024]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder, characterized by social communication disability and stereotypic behavior. This study aims to investigate the impact of prenatal exposure to 1-nitropyrene (1-NP), a key component of motor vehicle exhaust, on autism-like behaviors in a mouse model. Three-chamber test finds that prenatal 1-NP exposure causes autism-like behaviors during the weaning period. Patch clamp shows that inhibitory synaptic transmission is reduced in medial prefrontal cortex of 1-NP-exposed weaning pups. Immunofluorescence finds that prenatal 1-NP exposure reduces the number of prefrontal glutamate decarboxylase 67 (GAD67) positive interneurons in fetuses and weaning pups. Moreover, prenatal 1-NP exposure retards tangential migration of GAD67-positive interneurons and downregulates interneuron migration-related genes, such as Nrg1, Erbb4, and Sema3F, in fetal forebrain. Mechanistically, prenatal 1-NP exposure reduces hydroxymethylation of interneuron migration-related genes through inhibiting ten-eleven translocation (TET) activity in fetal forebrain. Supplement with alpha-ketoglutarate (α-KG), a cofactor of TET enzyme, reverses 1-NP-induced hypohydroxymethylation at specific sites of interneuron migration-related genes. Moreover, α-KG supplement alleviates 1-NP-induced migration retardation of interneurons in fetal forebrain. Finally, maternal α-KG supplement improves 1-NP-induced autism-like behaviors in weaning offspring. In conclusion, prenatal 1-NP exposure causes autism-like behavior partially by altering DNA hydroxymethylation of interneuron migration-related genes in developing brain.
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Affiliation(s)
- Ting Zhao
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Cheng‐Qing Huang
- School of Food and BioengineeringHefei University of TechnologyHefei230009China
| | - Yi‐Hao Zhang
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Yan‐Yan Zhu
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Xiao‐Xi Chen
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Tao Wang
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Jing Shao
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Xiu‐Hong Meng
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Yichao Huang
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Hua Wang
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - Hui‐Li Wang
- School of Food and BioengineeringHefei University of TechnologyHefei230009China
| | - Bo Wang
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
| | - De‐Xiang Xu
- Department of ToxicologySchool of Public HealthAnhui Medical UniversityHefei230022China
- Key Laboratory of Environmental Toxicology of Anhui Higher Education InstitutesAnhui Medical UniversityHefei230032China
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Lao Z, Ding LW, Sun QY, Jia L, Yan B, Ng AYJ, Capinpin SM, Wang R, Ying L, Chng WJ, Phillip Koeffler H, Koh WP, Yuan JM, Yang H, Goh YT, Grigoropoulos N. A Pre-Leukemic DNA Methylation Signature in Healthy Individuals at Higher Risk for Developing Myeloid Malignancy. Clin Cancer Res 2024; 30:2170-2180. [PMID: 38437679 PMCID: PMC11096012 DOI: 10.1158/1078-0432.ccr-22-3804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 10/23/2023] [Accepted: 02/29/2024] [Indexed: 03/06/2024]
Abstract
PURPOSE DNA methylation alterations are widespread in acute myelogenous leukemia (AML) and myelodysplastic syndrome (MDS), some of which appear to have evolved independently of somatic mutations in epigenetic regulators. Although the presence of somatic mutations in peripheral blood can predict the risk of development of AML and MDS, its accuracy remains unsatisfactory. EXPERIMENTAL DESIGN We performed global DNA methylation profiling in a case control study nested within the Singapore Chinese Health Study to evaluate whether DNA methylation alterations were associated with AML/MDS development. Targeted deep sequencing and methylated DNA immunoprecipitation sequencing (MeDIP-seq) were performed on peripheral blood collected a median of 9.9 years before diagnosis of AML or MDS, together with age-matched still-healthy individuals as controls. RESULTS Sixty-six individuals who developed AML or MDS displayed significant DNA methylation changes in the peripheral blood compared with 167 age- and gender-matched controls who did not develop AML/MDS during the follow-up period. Alterations in methylation in the differentially methylation regions were associated with increased odds of developing AML/MDS. CONCLUSIONS The epigenetic changes may be acquired independently and before somatic mutations that are relevant for AML/MDS development. The association between methylation changes and the risk of pre-AML/MDS in these individuals was considerably stronger than somatic mutations, suggesting that methylation changes could be used as biomarkers for pre-AML/MDS screening.
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Affiliation(s)
- Zhentang Lao
- Department of Haematology, Singapore General Hospital, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Ling-Wen Ding
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Pathology, National University of Singapore; Nanomedicine Translational Research Programme, Yong Yoo Lin School of Medicine, National University of Singapore. Singapore
| | - Qiao-Yang Sun
- Department of Haematology, Singapore General Hospital, Singapore
- Department of Neurology, Singapore General Hospital, National Neuroscience Institute, Singapore
| | - Li Jia
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Benedict Yan
- Department of Laboratory Medicine, National University Hospital, Singapore
| | | | - Sharah Mae Capinpin
- Healthy Longitudinal Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, National University of Singapore, Singapore
| | - Renwei Wang
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Li Ying
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Wee Joo Chng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- NUS Center for Cancer Research and Dept of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- National University Cancer Institute, National University Health System, Singapore
| | - H Phillip Koeffler
- National University Cancer Institute, National University Health System, Singapore
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Woon-Puay Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jian-Min Yuan
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania. USA
| | - Henry Yang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Biomedical Informatics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yeow Tee Goh
- Department of Haematology, Singapore General Hospital, Singapore
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5
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Balraj AS, Muthamilselvan S, Raja R, Palaniappan A. PRADclass: Hybrid Gleason Grade-Informed Computational Strategy Identifies Consensus Biomarker Features Predictive of Aggressive Prostate Adenocarcinoma. Technol Cancer Res Treat 2024; 23:15330338231222389. [PMID: 38226611 PMCID: PMC10793196 DOI: 10.1177/15330338231222389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 11/18/2023] [Accepted: 12/06/2023] [Indexed: 01/17/2024] Open
Abstract
BACKGROUND Prostate adenocarcinoma (PRAD) is a common cancer diagnosis among men globally, yet large gaps in our knowledge persist with respect to the molecular bases of its progression and aggression. It is mostly indolent and slow-growing, but aggressive prostate cancers need to be recognized early for optimising treatment, with a view to reducing mortality. METHODS Based on TCGA transcriptomic data pertaining to PRAD and the associated clinical metadata, we determined the sample Gleason grade, and used it to execute: (i) Gleason-grade wise linear modeling, followed by five contrasts against controls and ten contrasts between grades; and (ii) Gleason-grade wise network modeling via weighted gene correlation network analysis (WGCNA). Candidate biomarkers were obtained from the above analysis and the consensus found. The consensus biomarkers were used as the feature space to train ML models for classifying a sample as benign, indolent or aggressive. RESULTS The statistical modeling yielded 77 Gleason grade-salient genes while the WGCNA algorithm yielded 1003 trait-specific key genes in grade-wise significant modules. Consensus analysis of the two approaches identified two genes in Grade-1 (SLC43A1 and PHGR1), 26 genes in Grade-4 (including LOC100128675, PPP1R3C, NECAB1, UBXN10, SERPINA5, CLU, RASL12, DGKG, FHL1, NCAM1, and CEND1), and seven genes in Grade-5 (CBX2, DPYS, FAM72B, SHCBP1, TMEM132A, TPX2, UBE2C). A RandomForest model trained and optimized on these 35 biomarkers for the ternary classification problem yielded a balanced accuracy ∼ 86% on external validation. CONCLUSIONS The consensus of multiple parallel computational strategies has unmasked candidate Gleason grade-specific biomarkers. PRADclass, a validated AI model featurizing these biomarkers achieved good performance, and could be trialed to predict the differentiation of prostate cancers. PRADclass is available for academic use at: https://apalania.shinyapps.io/pradclass (online) and https://github.com/apalania/pradclass (command-line interface).
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Affiliation(s)
- Alex Stanley Balraj
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Sangeetha Muthamilselvan
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Rachanaa Raja
- Department of Pharmaceutical Technology, UCE, Anna University (BIT campus), Trichy, India
| | - Ashok Palaniappan
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
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Li Q, Fan J, Zhou Z, Ma Z, Che Z, Wu Y, Yang X, Liang P, Li H. AID-induced CXCL12 upregulation enhances castration-resistant prostate cancer cell metastasis by stabilizing β-catenin expression. iScience 2023; 26:108523. [PMID: 38162032 PMCID: PMC10755053 DOI: 10.1016/j.isci.2023.108523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 11/14/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
Prostate cancer (PCa) is one of the most common malignant diseases of urinary system and has poor prognosis after progression to castration-resistant prostate cancer (CRPC), and increased cytosine methylation heterogeneity is associated with the more aggressive phenotype of PCa cell line. Activation-induced cytidine deaminase (AID) is a multifunctional enzyme and contributes to antibody diversification. However, the dysregulation of AID participates in the progression of multiple diseases and related with certain oncogenes through demethylation. Nevertheless, the role of AID in PCa remains elusive. We observed a significant upregulation of AID expression in PCa samples, which exhibited a negative correlation with E-cadherin expression. Furthermore, AID expression is remarkably higher in CRPC cells than that in HSPC cells, and AID induced the demethylation of CXCL12, which is required to stabilize the Wnt signaling pathway executor β-catenin and EMT procedure. Our study suggests that AID drives CRPC metastasis by demethylation and can be a potential therapeutic target for CRPC.
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Affiliation(s)
- Qi Li
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
- Department of Urology, TianYou Hospital affiliated to Wuhan University of Science & Technology, Wuhan, Hubei Province, China
| | - Jinfeng Fan
- Department of Urology, the First Affiliated Hospital of Hainan Medical College, Haikou, Hainan Province, China
| | - Zhiyan Zhou
- Department of Urology, the First Affiliated Hospital of Hainan Medical College, Haikou, Hainan Province, China
| | - Zhe Ma
- The First Hospital of Tsinghua University, Beijing, China
| | - Zhifei Che
- Department of Urology, the First Affiliated Hospital of Hainan Medical College, Haikou, Hainan Province, China
| | - Yaoxi Wu
- Department of Urology, the First Affiliated Hospital of Hainan Medical College, Haikou, Hainan Province, China
| | - Xiangli Yang
- Department of Urology, TianYou Hospital affiliated to Wuhan University of Science & Technology, Wuhan, Hubei Province, China
| | - Peiyu Liang
- Department of Urology, the First Affiliated Hospital of Hainan Medical College, Haikou, Hainan Province, China
| | - Haoyong Li
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
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Yang Q, Li Q, Li N, Wang D, Niu S, Tang P, Xiao J, Zhao J, Wang P, Luo Y, Tang J. Radiotranscriptomics identified new mRNAs and miRNA markers for distinguishing prostate cancer from benign prostatic hyperplasia. Cancer Med 2023; 12:21694-21708. [PMID: 37987209 PMCID: PMC10757143 DOI: 10.1002/cam4.6728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 10/30/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
The present study investigated ultrasound (US) phenotypes reflecting prostate cancer (PCa)-related genetic mutations. Herein, integration of radiotranscriptomic data, US and contrast-enhanced ultrasound (CEUS) radiomic images, and RNA sequencing was performed with the aim of significantly improving the accuracy of PCa prognosis. We performed radiotranscriptomic analysis of clinical, imaging, and two genomic (mRNA and microRNA expression) datasets from 48 and 22 men with PCa and benign prostatic hyperplasia (BPH), respectively. Twenty-three US texture features and four microvascular perfusion features were associated with various patterns of 52 differentially expressed genes related to PCa (p < 0.05); 17 overexpressed genes were associated with two key texture features. Twelve overexpressed genes were identified using microvascular perfusion features. Furthermore, mRNA and miRNA biomarkers could be used to distinguish between PCa and BPH. Compared with RNA sequencing, B-mode and CEUS features reflected genomic alterations associated with hormone receptor status, angiogenesis, and prognosis in patients with PCa. These findings indicate the potential of US to assess biomarker levels in patients with PCa.
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Affiliation(s)
- Qian Yang
- Department of Ultrasound, Air Force Medical CenterPLA, Air Force Military Medical UniversityBeijingChina
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Qiuyang Li
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Nan Li
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Dingyi Wang
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Shaoxi Niu
- Department of Urology, First Medical CenterChinese PLA General HospitalBeijingChina
| | - Peng Tang
- Department of Orthopedics, China Rehabilitation Research CenterBeijing Charity HospitalBeijingChina
| | - Jing Xiao
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Jiahang Zhao
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Pei Wang
- Department of Ultrasound Diagnosis and Treatment CenterXi'an International Medical Center HospitalXianChina
| | - Yukun Luo
- Department of Ultrasound, Air Force Medical CenterPLA, Air Force Military Medical UniversityBeijingChina
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
| | - Jie Tang
- Department of UltrasoundFirst Medical Center, Chinese PLA General HospitalBeijingChina
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8
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Huang B, Yang K. Comprehensive analysis the diagnosis, malignant progression and immune infiltrate of ANXA6 in prostate cancer. Genes Genomics 2023; 45:1197-1209. [PMID: 37311953 DOI: 10.1007/s13258-023-01410-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 05/28/2023] [Indexed: 06/15/2023]
Abstract
BACKGROUND Annexins (ANXAs) play a crucial role in the development and progression of tumors. However, their specific involvement in prostate cancer (PCa) remains unclear. OBJECTIVE To investigate the function and clinical significance of key ANXAs in PCa. METHODS Multiple databases were used to analyze the expression levels, genetic variations, potential prognostic value and clinical significance of ANXAs in PCa. Then, the co-expressed genes of ANXA6 were identified, and the correlation between ANXA6 and immune cell infiltration was validated using the Tumor Immune Estimation Resource (TIMER) database. Additionally, in vitro assays such as Cell Counting Kit-8 (CCK-8), Colony Formation, Transwell and T-cell Chemotaxis assays were conducted to validate the functions of ANXA6. Moreover, multiple types of in vivo assays were performed to further validate the identified ANXA6 functions. RESULTS The results demonstrated that ANXA2, ANXA6 and ANXA8 were significantly downregulated in PCa. ANXA6 upregulation was significantly associated with improved PCa patients' overall survival. Enrichment analysis revealed that ANXA6 and its co-expressed genes were involved in tumor progression, and ANXA6 overexpression could effectively inhibit the proliferation, migration and invasion of PC-3 cells. In vivo studies also demonstrated that ANXA6 overexpression suppressed tumor growth. Importantly, ANXA6 was found to promote the chemotaxis of CD4+ T cells and CD8+ T cells towards PC-3 cells, and the overexpression of ANXA6 in PC-3 cells promoted the polarization of macrophages into M1 macrophages in the supernatant of PCa cells. CONCLUSIONS ANXA6 demonstrated promising potential for consideration as a prognostic biomarker in PCa as it was found to play key roles in regulating immune cell infiltration and the malignant progression to PCa.
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Affiliation(s)
- Banggao Huang
- Urology& Nephrology Center, Department of Urology, Zhejiang Provincial People's Hospital, Hangzhou, Zhejiang, People's Republic of China.
| | - Kewei Yang
- Affiliated Hospital of Shaoxing University of Arts and Sciences, Shaoxing, People's Republic of China
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9
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Wang B, Zhao T, Chen XX, Zhu YY, Lu X, Qian QH, Chen HR, Meng XH, Wang H, Wei W, Xu DX. Gestational 1-nitropyrene exposure causes anxiety-like behavior partially by altering hippocampal epigenetic reprogramming of synaptic plasticity in male adult offspring. JOURNAL OF HAZARDOUS MATERIALS 2023; 453:131427. [PMID: 37080034 DOI: 10.1016/j.jhazmat.2023.131427] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 04/13/2023] [Accepted: 04/14/2023] [Indexed: 05/03/2023]
Abstract
1-Nitropyrene (1-NP), a typical nitro-polycyclic aromatic hydrocarbon, is a developmental toxicant. This study was to evaluate gestational 1-NP-induced anxiety-like behavior in male adult offspring. Pregnant mice were orally administered to 1-NP daily throughout pregnancy. Anxiety-like behaviors, as determined by Elevated Plus-Maze (EPM) and Open-Field Test (OFT), were showed in male adult offspring whose mothers were exposed to 1-NP. Gestational 1-NP exposure reduced dendritic arborization, dendritic length and dendritic spine density in ventral hippocampus of male adult offspring. Additional experiments showed that gephyrin, an inhibitory synaptic marker, was reduced in fetal forebrain and hippocampus in male adult offspring. Nrg1 and Erbb4, two gephyrin-related genes, were reduced in 1-NP-exposed fetuses. Accordingly, 5hmC contents in two CpG sites (32008909 and 32009239) of Nrg1 gene and three CpG sites (69107743, 69107866 and 69107899) of Erbb4 gene were decreased in 1-NP-exposed fetuses. Mechanistically, ten-eleven translocation (TET) activity and alpha-ketoglutarate (α-KG) content were decreased in 1-NP-exposed fetal forebrain. Supplementation with α-KG alleviated 1-NP-induced downregulation of gephyrin-related genes, prevented hippocampal synaptic damage, and improved anxiety-like behavior in male adult offspring. These results indicate that early-life 1-NP exposure causes anxiety-like behavior in male adulthood partially by altering hippocampal epigenetic reprogramming of synaptic plasticity.
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Affiliation(s)
- Bo Wang
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Ting Zhao
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Xiao-Xi Chen
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Yan-Yan Zhu
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Xue Lu
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Qing-Hua Qian
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Hui-Ru Chen
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Xiu-Hong Meng
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Hua Wang
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Wei Wei
- Key Laboratory of Anti-inflammatory & Immune Medicine, Education Ministry of China, Anhui Medical University, Hefei 230032, China.
| | - De-Xiang Xu
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230032, China.
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10
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Shin HJ, Hua JT, Li H. Recent advances in understanding DNA methylation of prostate cancer. Front Oncol 2023; 13:1182727. [PMID: 37234978 PMCID: PMC10206257 DOI: 10.3389/fonc.2023.1182727] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/24/2023] [Indexed: 05/28/2023] Open
Abstract
Epigenetic modifications, such as DNA methylation, is widely studied in cancer. DNA methylation patterns have been shown to distinguish between benign and malignant tumors in various cancers, including prostate cancer. It may also contribute to oncogenesis, as it is frequently associated with downregulation of tumor suppressor genes. Aberrant patterns of DNA methylation, in particular the CpG island hypermethylator phenotype (CIMP), have shown associative evidence with distinct clinical features and outcomes, such as aggressive subtypes, higher Gleason score, prostate-specific antigen (PSA), and overall tumor stage, overall worse prognosis, as well as reduced survival. In prostate cancer, hypermethylation of specific genes is significantly different between tumor and normal tissues. Methylation patterns could distinguish between aggressive subtypes of prostate cancer, including neuroendocrine prostate cancer (NEPC) and castration resistant prostate adenocarcinoma. Further, DNA methylation is detectable in cell-free DNA (cfDNA) and is reflective of clinical outcome, making it a potential biomarker for prostate cancer. This review summarizes recent advances in understanding DNA methylation alterations in cancers with the focus on prostate cancer. We discuss the advanced methodology used for evaluating DNA methylation changes and the molecular regulators behind these changes. We also explore the clinical potential of DNA methylation as prostate cancer biomarkers and its potential for developing targeted treatment of CIMP subtype of prostate cancer.
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Affiliation(s)
- Hyun Jin Shin
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, United States
| | - Junjie T Hua
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, United States
| | - Haolong Li
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, United States
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11
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ETNK2 Low-Expression Predicts Poor Prognosis in Renal Cell Carcinoma with Immunosuppressive Tumor Microenvironment. JOURNAL OF ONCOLOGY 2023; 2023:1743357. [PMID: 36866238 PMCID: PMC9974283 DOI: 10.1155/2023/1743357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/11/2022] [Accepted: 01/17/2023] [Indexed: 02/23/2023]
Abstract
Background The ethanolamine kinase 2 (ETNK2) gene is implicated in carcinogenesis, but its expression and involvement in kidney renal clear cell carcinoma (KIRC) remain unknown. Methods Initially, we conducted a pan-cancer study in which we searched the Gene Expression Profiling Interactive Analysis, the UALCAN, and the Human Protein Atlas databases to determine the expression level of the ETNK2 gene in KIRC. The Kaplan-Meier curve was then used to calculate the overall survival (OS) of KIRC patients. We then used the differentially expressed genes (DEGs) and enrichment analysis to explain the mechanism of the ETNK2 gene. Finally, the immune cell infiltration analysis was performed. Results Although the ETNK2 gene expression was lower in KIRC tissues, the findings illustrated a link between the ETNK2 gene expression and a shorter OS time for KIRC patients. DEGs and enrichment analysis revealed that the ETNK2 gene in KIRC involved multiple metabolic pathways. Finally, the ETNK2 gene expression has been linked to several immune cell infiltrations. Conclusions According to the findings, the ETNK2 gene plays a crucial role in tumor growth. It can potentially serve as a negative prognostic biological marker for KIRC by modifying immune infiltrating cells.
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12
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Li DX, Feng DC, Wang XM, Wu RC, Zhu WZ, Chen K, Han P. M7G-related molecular subtypes can predict the prognosis and correlate with immunotherapy and chemotherapy responses in bladder cancer patients. Eur J Med Res 2023; 28:55. [PMID: 36732869 PMCID: PMC9893617 DOI: 10.1186/s40001-023-01012-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 11/26/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND N7-methylguanosine (m7G) is closely associated with tumor prognosis and immune response in many cancer types. The correlation between m7G and bladder cancer (BC) needs further study. We aimed to orchestrate molecular subtypes and identify key genes for BC from the perspective of m7G. METHODS RNA-seq and clinical data of BC patients were extracted from TCGA and GSE13507 datasets. The patients were subtyped by "ConsensusClusterPlus" and "limma." The clusters were validated by the Kaplan‒Meier curves, univariable and multivariate Cox regression models, the concordance index, and calibration curves. The immunotherapy response was evaluated by immune checkpoints, immune infiltration, TIDE score, and IMvigor210 cohort. Genomics of Drug Sensitivity in Cancer was utilized to predict the chemotherapy response between the clusters. RESULTS The m7G-related cluster was ultimately established by EIF4G1, NUDT11, NUDT10, and CCNB1. The independent prognostic value of the m7G-related cluster was validated by the TCGA and GSE13507 datasets. The cluster was involved in immune-associated pathways, such as neutrophil degranulation, antigen processing cross-presentation, and signaling by interleukins pathways. Meanwhile, cluster 2 was positively correlated with many immune checkpoints, such as CD274, CTLA4, HAVCR2, LAG3, PDCD1, and PDCD1LG2. The cluster 2 was significantly correlated with a higher TIDE score than the cluster 1. Furthermore, in the IMvigor210 cohort, patients in the cluster 1 had a higher response rate than those in the cluster 2. Patients in the cluster 2 were sensitive to many chemotherapies. CONCLUSIONS We successfully determined molecular subtypes and identified key genes for BC from the perspective of m7G, thereby providing a roadmap for the evolution of immunotherapy and precision medicine.
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Affiliation(s)
- Deng-xiong Li
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - De-chao Feng
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - Xiao-ming Wang
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - Rui-cheng Wu
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - Wei-zhen Zhu
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - Kai Chen
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
| | - Ping Han
- grid.13291.380000 0001 0807 1581Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Sichuan Province, Guoxue Xiang #37, Chengdu, 610041 China
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Thomas P, Srivastava S, Udayashankara AH, Damodaran S, Yadav L, Mathew B, Suresh SB, Mandal AK, Srikantia N. RhoC in association with TET2/WDR5 regulates cancer stem cells by epigenetically modifying the expression of pluripotency genes. Cell Mol Life Sci 2022; 80:1. [PMID: 36469134 PMCID: PMC11073244 DOI: 10.1007/s00018-022-04645-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 11/22/2022] [Accepted: 11/22/2022] [Indexed: 12/12/2022]
Abstract
Emerging evidence illustrates that RhoC has divergent roles in cervical cancer progression where it controls epithelial to mesenchymal transition (EMT), migration, angiogenesis, invasion, tumor growth, and radiation response. Cancer stem cells (CSCs) are the primary cause of recurrence and metastasis and exhibit all of the above phenotypes. It, therefore, becomes imperative to understand if RhoC regulates CSCs in cervical cancer. In this study, cell lines and clinical specimen-based findings demonstrate that RhoC regulates tumor phenotypes such as clonogenicity and anoikis resistance. Accordingly, inhibition of RhoC abrogated these phenotypes. RNA-seq analysis revealed that RhoC over-expression resulted in up-regulation of 27% of the transcriptome. Further, the Infinium MethylationEPIC array showed that RhoC over-expressing cells had a demethylated genome. Studies divulged that RhoC via TET2 signaling regulated the demethylation of the genome. Further investigations comprising ChIP-seq, reporter assays, and mass spectrometry revealed that RhoC associates with WDR5 in the nucleus and regulates the expression of pluripotency genes such as Nanog. Interestingly, clinical specimen-based investigations revealed the existence of a subset of tumor cells marked by RhoC+/Nanog+ expression. Finally, combinatorial inhibition (in vitro) of RhoC and its partners (WDR5 and TET2) resulted in increased sensitization of clinical specimen-derived cells to radiation. These findings collectively reveal a novel role for nuclear RhoC in the epigenetic regulation of Nanog and identify RhoC as a regulator of CSCs. The study nominates RhoC and associated signaling pathways as therapeutic targets.
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Affiliation(s)
- Pavana Thomas
- Translational and Molecular Biology Laboratory (TMBL), Division of Molecular Biology and Genetics, St. John's Research Institute (SJRI), St. John's Medical College, Bangalore, 560034, India
- School of Integrative Health Sciences, The University of Trans-Disciplinary Health Sciences and Technology (TDU), Bangalore, 560064, India
| | - Sweta Srivastava
- Translational and Molecular Biology Laboratory (TMBL), Division of Molecular Biology and Genetics, St. John's Medical College Hospital, Bangalore, 560034, India.
| | - Avinash H Udayashankara
- Department of Radiation Oncology, St John's Medical College Hospital, Bangalore, 560034, India
| | - Samyuktha Damodaran
- Translational and Molecular Biology Laboratory (TMBL), Division of Molecular Biology and Genetics, St. John's Research Institute (SJRI), St. John's Medical College, Bangalore, 560034, India
| | - Lokendra Yadav
- Translational and Molecular Biology Laboratory (TMBL), Division of Molecular Biology and Genetics, St. John's Medical College Hospital, Bangalore, 560034, India
| | - Boby Mathew
- Clinical Proteomics Unit, Division of Molecular Medicine, St. John's Research Institute (SJRI), St. John's Medical College, Bangalore, 560034, India
| | - Srinag Bangalore Suresh
- Translational and Molecular Biology Laboratory (TMBL), Division of Molecular Biology and Genetics, St. John's Research Institute (SJRI), St. John's Medical College, Bangalore, 560034, India
| | - Amit Kumar Mandal
- Clinical Proteomics Unit, Division of Molecular Medicine, St. John's Research Institute (SJRI), St. John's Medical College, Bangalore, 560034, India
| | - Nirmala Srikantia
- Department of Radiation Oncology, St John's Medical College Hospital, Bangalore, 560034, India
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Ten Years of CRISPRing Cancers In Vitro. Cancers (Basel) 2022; 14:cancers14235746. [PMID: 36497228 PMCID: PMC9738354 DOI: 10.3390/cancers14235746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 11/24/2022] Open
Abstract
Cell lines have always constituted a good investigation tool for cancer research, allowing scientists to understand the basic mechanisms underlying the complex network of phenomena peculiar to the transforming path from a healthy to cancerous cell. The introduction of CRISPR in everyday laboratory activity and its relative affordability greatly expanded the bench lab weaponry in the daily attempt to better understand tumor biology with the final aim to mitigate cancer's impact in our lives. In this review, we aim to report how this genome editing technique affected in the in vitro modeling of different aspects of tumor biology, its several declinations, and analyze the advantages and drawbacks of each of them.
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15
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Chen J, Yao S, Sun Z, Wang Y, Yue J, Cui Y, Yu C, Xu H, Li L. The pattern of expression and prognostic value of key regulators for m7G RNA methylation in hepatocellular carcinoma. Front Genet 2022; 13:894325. [PMID: 36118897 PMCID: PMC9478798 DOI: 10.3389/fgene.2022.894325] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
N7-methylguanosine (m7G) modification on internal RNA positions plays a vital role in several biological processes. Recent research shows m7G modification is associated with multiple cancers. However, in hepatocellular carcinoma (HCC), its implications remain to be determined. In this place, we need to interrogate the mRNA patterns for 29 key regulators of m7G RNA modification and assess their prognostic value in HCC. Initial, the details from The Cancer Genome Atlas (TCGA) database concerning transcribed gene data and clinical information of HCC patients were inspected systematically. Second, according to the mRNA profiles of 29 m7G RNA methylation regulators, two clusters (named 1 and 2, respectively) were identified by consensus clustering. Furthermore, robust risk signature for seven m7G RNA modification regulators was constructed. Last, we used the Gene Expression Omnibus (GEO) dataset to validate the prognostic associations of the seven-gene risk signature. We figured out that 24/29 key regulators of m7G RNA modification varied remarkably in their grades of expression between the HCC and the adjacent tumor control tissues. Cluster one compared with cluster two had a substandard prognosis and was also positively correlated with T classification (T), pathological stage, and vital status (fustat) significantly. Consensus clustering results suggested the expression pattern of m7G RNA modification regulators was correlated with the malignancy of HCC strongly. In addition, cluster one was extensively enriched in metabolic-related pathways. Seven optimal genes (METTL1, WDR4, NSUN2, EIF4E, EIF4E2, NCBP1, and NCBP2) were selected to establish the risk model for HCC. Indicating by further analyses and validation, the prognostic model has fine anticipating command and this probability signature might be a self supporting presage factor for HCC. Finally, a new prognostic nomogram based on age, gender, pathological stage, histological grade, and prospects were established to forecast the prognosis of HCC patients accurately. In essence, we detected association of HCC severity and expression levels of m7G RNA modification regulators, and developed a risk score model for predicting prognosis of HCC patients’ progression.
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Affiliation(s)
- Jianxing Chen
- College of Chemistry and Life Science, Chifeng University, Chifeng, China
- Department of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shibin Yao
- Department of Emergency, Affiliated Hospital of Chifeng University, Chifeng, China
| | - Zhijuan Sun
- International Education School, Chifeng University, Chifeng, China
| | - Yanjun Wang
- Department of Pediatrics, Affiliated Hospital of Chifeng University, Chifeng, China
| | - Jili Yue
- Department of General Surgery, Affiliated Hospital of Chifeng University, Chifeng, China
| | - Yongkang Cui
- Department of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Chengping Yu
- Department of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Haozhi Xu
- Department of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Linqiang Li
- Department of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China
- Key Laboratory of Hepatosplenic Surgery, Ministry of Education, Harbin Medical University, Harbin, China
- *Correspondence: Linqiang Li,
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16
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Huang S, Luo Q, Huang J, Wei J, Wang S, Hong C, Qiu P, Li C. A Cluster of Metabolic-Related Genes Serve as Potential Prognostic Biomarkers for Renal Cell Carcinoma. Front Genet 2022; 13:902064. [PMID: 35873461 PMCID: PMC9301649 DOI: 10.3389/fgene.2022.902064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/07/2022] [Indexed: 12/03/2022] Open
Abstract
Renal cell carcinoma (RCC) is the most common type of renal cancer, characterized by the dysregulation of metabolic pathways. RCC is the second highest cause of death among patients with urologic cancers and those with cancer cell metastases have a 5-years survival rate of only 10–15%. Thus, reliable prognostic biomarkers are essential tools to predict RCC patient outcomes. This study identified differentially expressed genes (DEGs) in the gene expression omnibus (GEO) database that are associated with pre-and post-metastases in clear cell renal cell carcinoma (ccRCC) patients and intersected these with metabolism-related genes in the Kyoto encyclopedia of genes and genomes (KEGG) database to identify metabolism-related DEGs (DEMGs). GOplot and ggplot packages for gene ontology (GO) and KEGG pathway enrichment analysis of DEMGs with log (foldchange) (logFC) were used to identify metabolic pathways associated with DEMG. Upregulated risk genes and downregulated protective genes among the DEMGs and seven independent metabolic genes, RRM2, MTHFD2, AGXT2, ALDH6A1, GLDC, HOGA1, and ETNK2, were found using univariate and multivariate Cox regression analysis, intersection, and Lasso-Cox regression analysis to establish a metabolic risk score signature (MRSS). Kaplan-Meier survival curve of Overall Survival (OS) showed that the low-risk group had a significantly better prognosis than the high-risk group in both the training cohort (p < 0.001; HR = 2.73, 95% CI = 1.97–3.79) and the validation cohort (p = 0.001; HR = 2.84, 95% CI = 1.50–5.38). The nomogram combined with multiple clinical information and MRSS was more effective at predicting patient outcomes than a single independent prognostic factor. The impact of metabolism on ccRCC was also assessed, and seven metabolism-related genes were established and validated as biomarkers to predict patient outcomes effectively.
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López J, Añazco-Guenkova AM, Monteagudo-García Ó, Blanco S. Epigenetic and Epitranscriptomic Control in Prostate Cancer. Genes (Basel) 2022; 13:genes13020378. [PMID: 35205419 PMCID: PMC8872343 DOI: 10.3390/genes13020378] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 02/12/2022] [Accepted: 02/16/2022] [Indexed: 12/19/2022] Open
Abstract
The initiation of prostate cancer has been long associated with DNA copy-number alterations, the loss of specific chromosomal regions and gene fusions, and driver mutations, especially those of the Androgen Receptor. Non-mutational events, particularly DNA and RNA epigenetic dysregulation, are emerging as key players in tumorigenesis. In this review we summarize the molecular changes linked to epigenetic and epitranscriptomic dysregulation in prostate cancer and the role that alterations to DNA and RNA modifications play in the initiation and progression of prostate cancer.
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Affiliation(s)
- Judith López
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)—University of Salamanca, 37007 Salamanca, Spain; (J.L.); (A.M.A.-G.); (Ó.M.-G.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - Ana M. Añazco-Guenkova
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)—University of Salamanca, 37007 Salamanca, Spain; (J.L.); (A.M.A.-G.); (Ó.M.-G.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - Óscar Monteagudo-García
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)—University of Salamanca, 37007 Salamanca, Spain; (J.L.); (A.M.A.-G.); (Ó.M.-G.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - Sandra Blanco
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)—University of Salamanca, 37007 Salamanca, Spain; (J.L.); (A.M.A.-G.); (Ó.M.-G.)
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain
- Correspondence:
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18
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Peter MR, Zhao F, Jeyapala R, Kamdar S, Xu W, Hawkins C, Evans AJ, Fleshner NE, Finelli A, Bapat B. Investigating Urinary Circular RNA Biomarkers for Improved Detection of Renal Cell Carcinoma. Front Oncol 2022; 11:814228. [PMID: 35174071 PMCID: PMC8841801 DOI: 10.3389/fonc.2021.814228] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 12/27/2021] [Indexed: 12/22/2022] Open
Abstract
Renal cell carcinomas (RCC) are usually asymptomatic until late stages, posing several challenges for early detection of malignant disease. Non-invasive liquid biopsy biomarkers are emerging as an important diagnostic tool which could aid with routine screening of RCCs. Circular RNAs (circRNAs) are novel non-coding RNAs that play diverse roles in carcinogenesis. They are promising biomarkers due to their stability and ease of detection in small quantities from non-invasive sources such as urine. In this study, we analyzed the expression of various circRNAs that were previously identified in RCC tumors (circEGLN3, circABCB10, circSOD2 and circACAD11) in urinary sediment samples from non-neoplastic controls, patients with benign renal tumors, and clear cell RCC (ccRCC) patients. We observed significantly reduced levels of circEGLN3 and circSOD2 in urine from ccRCC patients compared to healthy controls. We also assessed the linear variant of EGLN3 and found differential expression between patients with benign tumors compared to ccRCC patients. These findings highlight the potential of circRNA markers as non-invasive diagnostic tools to detect malignant RCC.
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Affiliation(s)
- Madonna R. Peter
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Fang Zhao
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Renu Jeyapala
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Shivani Kamdar
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Cynthia Hawkins
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
- Arthur and Sonia Labatt Brain Tumor Research Centre, Hospital for Sick Children, Toronto, ON, Canada
| | - Andrew J. Evans
- Department of Laboratory Medicine, Mackenzie Health, Richmond Hill, ON, Canada
| | - Neil E. Fleshner
- Division of Urology, Department of Surgery, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Antonio Finelli
- Division of Urology, Department of Surgery, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, Canada
- *Correspondence: Bharati Bapat,
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Chen D, Zhang R, Xie A, Yuan J, Zhang J, Huang Y, Zhang H, Zhang F. Clinical correlations and prognostic value of Nudix hydroxylase 10 in patients with gastric cancer. Bioengineered 2021; 12:9779-9789. [PMID: 34696672 PMCID: PMC8809933 DOI: 10.1080/21655979.2021.1995104] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/12/2021] [Accepted: 10/13/2021] [Indexed: 02/05/2023] Open
Abstract
Gastric cancer (GC) is one of the most common and lethal cancers worldwide. The Nudix hydroxylase (NUDT) genes have been reported to play notable roles in tumor progression. However, the role of NUDT10 in GC has not been reported. In this study, we investigated the expression of NUDT10 in GC and its association with clinicopathological characteristics. Quantitative real-time polymerase chain reaction and analyses of The Cancer Genome Atlas and Human Protein Atlas databases were performed to determine NUDT10 mRNA and protein expression. Receiver operating characteristic curve analysis was used to assess the diagnostic value of NUDT10 in patients with GC. We used Cox regression and the Kaplan-Meier method to assess the correlations between clinicopathological factors and survival outcomes of patients with GC. Gene set enrichment analysis (GSEA) was performed to identify the underlying signaling pathways. NUDT10 mRNA and protein expression was significantly lower in GC tissues compared to normal tissues. Interestingly, higher NUDT10 expression was correlated with advanced tumor stage, deeper local invasion, and worse survival outcomes. Patients with higher NUDT10 expression had a significantly worse prognosis than those with lower NUDT10 expression. Multivariate analysis showed that high NUDT10 expression was an independent predictor of survival outcome. Several pathways, including mismatch repair, nucleotide excision repair, extracellular matrix receptor interaction, and cancer signaling, were identified as enriched pathways in GC through GSEA. To our knowledge, this study is the first to characterize NUDT10 expression in GC. Our study demonstrates that NUDT10 is a promising independent biomarker for GC prognosis.
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Affiliation(s)
- Diqun Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Rouxin Zhang
- College of Science and Technology, China Three Gorges University, Yichang, China
| | - Aosi Xie
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Jinpeng Yuan
- Department of Abdominal Surgery, Cancer Hospital of Shantou University Medical College, Shantou, China
| | - Jinhai Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Yongjian Huang
- Department of Gastrointestinal Surgery, Shantou Guorui Hospital, Shantou, China
| | - Hongxia Zhang
- Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- CONTACT Hongxia Zhang Health Care Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China; Feiran Zhang Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Feiran Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
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20
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TETology: Epigenetic Mastermind in Action. Appl Biochem Biotechnol 2021; 193:1701-1726. [PMID: 33694104 DOI: 10.1007/s12010-021-03537-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/26/2021] [Indexed: 02/07/2023]
Abstract
Cytosine methylation is a well-explored epigenetic modification mediated by DNA methyltransferases (DNMTs) which are considered "methylation writers"; cytosine methylation is a reversible process. The process of removal of methyl groups from DNA remained unelucidated until the discovery of ten-eleven translocation (TET) proteins which are now considered "methylation editors." TET proteins are a family of Fe(II) and alpha-ketoglutarate-dependent 5-methyl cytosine dioxygenases-they convert 5-methyl cytosine to 5-hydroxymethyl cytosine, and to further oxidized derivatives. In humans, there are three TET paralogs with tissue-specific expression, namely TET1, TET2, and TET3. Among the TETs, TET2 is highly expressed in hematopoietic stem cells where it plays a pleiotropic role. The paralogs also differ in their structure and DNA binding. TET2 lacks the CXXC domain which mediates DNA binding in the other paralogs; thus, TET2 requires interactions with other proteins containing DNA-binding domains for effectively binding to DNA to bring about the catalysis. In addition to its role as methylation editor of DNA, TET2 also serves as methylation editor of RNA. Thus, TET2 is involved in epigenetics as well as epitranscriptomics. TET2 mutations have been found in various malignant hematological disorders like acute myeloid leukemia, and non-malignant hematological disorders like myelodysplastic syndromes. Increasing evidence shows that TET2 plays an important role in the non-hematopoietic system as well. Hepatocellular carcinoma, gastric cancer, prostate cancer, and melanoma are some non-hematological malignancies in which a role of TET2 has been implicated. Loss of TET2 is also associated with atherosclerotic vascular lesions and endometriosis. The current review elaborates on the role of structure, catalysis, physiological functions, pathological alterations, and methods to study TET2, with specific emphasis on epigenomics and epitranscriptomics.
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21
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Jones K, Zhang Y, Kong Y, Farah E, Wang R, Li C, Wang X, Zhang Z, Wang J, Mao F, Liu X, Liu J. Epigenetics in prostate cancer treatment. JOURNAL OF TRANSLATIONAL GENETICS AND GENOMICS 2021; 5:341-356. [PMID: 35372800 PMCID: PMC8974353 DOI: 10.20517/jtgg.2021.19] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Prostate cancer (PCa) is the most commonly diagnosed malignancy among men, and the progression of this disease results in fewer treatment options available to clinical patients. It highlights the vital necessity for discovering novel therapeutic approaches and expanding the current understanding of molecular mechanisms. Epigenetic alternations such as DNA methylation models and histone modifications have been associated as key drivers in the development and advancement of PCa. Several studies have been conducted and demonstrated that targeting these epigenetic enzymes or regulatory proteins has been strongly associated with the regulation of cancer cell growth. Due to the success rate of these therapeutic routes in pre-clinical settings, many drugs have now advanced to clinical testing, where efficacy will be measured. This review will discuss the role of epigenetic modifications in PCa development and its function in the progression of the disease to resistant forms and introduce therapeutic strategies that have demonstrated successful results as PCa treatment.
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Affiliation(s)
- Katelyn Jones
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Yanquan Zhang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Yifan Kong
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Elia Farah
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Ruixin Wang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Chaohao Li
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Xinyi Wang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - ZhuangZhuang Zhang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Jianlin Wang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Fengyi Mao
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Xiaoqi Liu
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA.,Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA
| | - Jinghui Liu
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
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22
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Kamdar S, Fleshner NE, Bapat B. A 38-gene model comprised of key TET2-associated genes shows additive utility to high-risk prostate cancer cases in the prognostication of biochemical recurrence. BMC Cancer 2020; 20:953. [PMID: 33008340 PMCID: PMC7530956 DOI: 10.1186/s12885-020-07438-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 09/18/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Early treatment of patients at risk for developing aggressive prostate cancer is able to delay metastasis and reduce mortality; as such, up-front identification of these patients is critical. Several risk classification systems, including CAPRA-S, are currently used for disease prognostication. However, high-risk patients identified by these systems can still exhibit wide-ranging disease outcomes, leading to overtreatment of some patients in this group. METHODS The master methylation regulator TET2 is downregulated in prostate cancer, where its loss is linked to aggressive disease and poor outcome. Using a random forest strategy, we developed a model based on the expression of 38 genes associated with TET2 utilizing 100 radical prostatectomy samples (training cohort) with a 49% biochemical recurrence rate. This 38-gene model was comprised of both upregulated and downregulated TET2-associated genes with a binary outcome, and was further assessed in an independent validation (n = 423) dataset for association with biochemical recurrence. RESULTS 38-gene model status was able to correctly identify patients exhibiting recurrence with 81.4% sensitivity in the validation cohort, and added significant prognostic utility to the high-risk CAPRA-S classification group. Patients considered high-risk by CAPRA-S with negative 38-gene model status exhibited no statistically significant difference in time to recurrence from low-risk CAPRA-S patients, indicating that the expression of TET2-associated genes is able to separate truly high-risk cases from those which have a more benign disease course. CONCLUSIONS The 38-gene model may hold potential in determining which patients would truly benefit from aggressive treatment course, demonstrating a novel role for genes linked to TET2 in the prognostication of PCa and indicating the importance of TET2 dysregulation among high-risk patient groups.
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Affiliation(s)
- Shivani Kamdar
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 60 Murray Street, Toronto, ON, M5T 3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Medical Sciences Building (6th floor), 1 King's College Circle, Toronto, ON, M5S 1A8, Canada
| | - Neil E Fleshner
- Department of Surgery and Surgical Oncology, Division of Urology, University Health Network, University of Toronto, 190 Elizabeth St, Toronto, ON, M5G 2C4, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 60 Murray Street, Toronto, ON, M5T 3L9, Canada. .,Department of Laboratory Medicine and Pathobiology, University of Toronto, Medical Sciences Building (6th floor), 1 King's College Circle, Toronto, ON, M5S 1A8, Canada. .,Department of Surgery and Surgical Oncology, Division of Urology, University Health Network, University of Toronto, 190 Elizabeth St, Toronto, ON, M5G 2C4, Canada.
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23
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Schulte D, Geerts D. MEIS transcription factors in development and disease. Development 2019; 146:146/16/dev174706. [PMID: 31416930 DOI: 10.1242/dev.174706] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 06/28/2019] [Indexed: 12/12/2022]
Abstract
MEIS transcription factors are key regulators of embryonic development and cancer. Research on MEIS genes in the embryo and in stem cell systems has revealed novel and surprising mechanisms by which these proteins control gene expression. This Primer summarizes recent findings about MEIS protein activity and regulation in development, and discusses new insights into the role of MEIS genes in disease, focusing on the pathogenesis of solid cancers.
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Affiliation(s)
- Dorothea Schulte
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Goethe University, 60528 Frankfurt, Germany
| | - Dirk Geerts
- Department of Medical Biology L2-109, Amsterdam University Medical Center, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
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